Who ranks #1 on the Longvideobench leaderboard?
As of August 20, 2026, Seed 2.1 Turbo by ByteDance ranks #1 on Longvideobench at 80.6%. API pricing is $0.50/M input and $2.50/M output.
As of August 20, 2026, Seed 2.1 Turbo is #1 for Longvideobench at 80.6%. Ranked by the Longvideobench score 2 models in this index have a published Longvideobench score. Longvideobench leaderboard: rank models by Longvideobench next to live API token prices.
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The index
282 models across 33 providers. Search or jump to a lab — every model page stays linked here.







As of August 20, 2026, Seed 2.1 Turbo by ByteDance is #1 for Longvideobench at 80.6%. Ranked by the Longvideobench score This board also tracks Longvideobench. Next on the same board: Kimi K2.5. This longvideobench leaderboard ranks models by Longvideobench. Scores come from public evals. Prices are the live API rates in the table above.
Sources: OpenAI API pricing (https://developers.openai.com/api/docs/pricing); Anthropic Claude API pricing (https://platform.claude.com/docs/en/about-claude/pricing); Gemini API pricing (https://ai.google.dev/gemini-api/docs/pricing)
| Rank | Model | Longvideobench | Input /M | Output /M |
|---|---|---|---|---|
| 1 | Seed 2.1 Turbo | 80.6% | $0.50 | $2.50 |
| 2 | Kimi K2.5 | 79.8% | $0.59 | $3.09 |
Rank one eval at a time. All LLM benchmarks.
As of August 20, 2026, Seed 2.1 Turbo by ByteDance ranks #1 on Longvideobench at 80.6%. API pricing is $0.50/M input and $2.50/M output.
The current Longvideobench ranking as of August 20, 2026 is 1. Seed 2.1 Turbo at 80.6%; 2. Kimi K2.5 at 79.8%.
Seed 2.1 Turbo currently leads Longvideobench and is also the cheapest scored model on this page, at $0.50/M input and $2.50/M output ($3.00 blended).
Not automatically. Seed 2.1 Turbo leads Longvideobench, but a cheaper scored model can be the better production choice if the quality gap is small. Use the table to weigh Longvideobench against input/output price, context window, and related evals.
Scores and API prices on this page are refreshed from published evals and provider rates. The snapshot is labeled August 20, 2026. Treat it as a current index, not a one-off blog post.
Longvideobench is a public LLM eval (the Longvideobench score). This page ranks models that have published a score, next to live API prices.
This page is the Longvideobench leaderboard. Models are sorted by Longvideobench, with input and output token prices on the same row so you can weigh score against cost. Official boards often omit price; that comparison is the point of this index.
Official eval pages own the methodology. This page keeps the published Longvideobench score next to live API $/M so you can pick a production SKU, not only a trophy number.